Benchmark Analysis of Representative Deep Neural Network Architectures

1 October 2018

Papers citing "Benchmark Analysis of Representative Deep Neural Network Architectures"

50 / 124 papers shown

Title
Harnessing uncertainty when learning through Equilibrium Propagation in neural networks Jonathan Peters Philippe Talatchian 47 0 0 28 Mar 2025
Convex Distillation: Efficient Compression of Deep Networks via Convex Optimization Prateek Varshney Mert Pilanci 43 0 0 09 Oct 2024
Accelerating Malware Classification: A Vision Transformer Solution Shrey Bavishi Shrey Modi 19 0 0 28 Sep 2024
Benchmarking Edge AI Platforms for High-Performance ML Inference Rakshith Jayanth Neelesh Gupta Viktor Prasanna BDL 36 1 0 23 Sep 2024
PACiM: A Sparsity-Centric Hybrid Compute-in-Memory Architecture via Probabilistic Approximation Wenlun Zhang Shimpei Ando Yung-Chin Chen Satomi Miyagi Shinya Takamaeda-Yamazaki Kentaro Yoshioka 17 2 0 29 Aug 2024
The impact of model size on catastrophic forgetting in Online Continual Learning Eunhae Lee CLL 50 0 0 28 Jun 2024
BOLD: Boolean Logic Deep Learning Van Minh Nguyen Cristian Ocampo Aymen Askri Louis Leconte Ba-Hien Tran AI4CE 42 0 0 25 May 2024
Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost Theodoros Zafeiriou Dimitris Kalles AI4TS 29 0 0 17 May 2024
SENet: Visual Detection of Online Social Engineering Attack Campaigns Irfan Ozen Karthika Subramani Phani Vadrevu R. Perdisci 44 2 0 10 Jan 2024
Benchmark Analysis of Various Pre-trained Deep Learning Models on ASSIRA Cats and Dogs Dataset Galib Muhammad Shahriar Himel Md. Masudul Islam 18 1 0 09 Jan 2024
Measurement-driven neural-network training for integrated magnetic tunnel junction arrays W. A. Borders A. Madhavan M. Daniels Vasileia Georgiou Martin Lueker-Boden Tiffany S. Santos Patrick M. Braganca M. D. Stiles Jabez J. McClelland Brian D. Hoskins 29 3 0 11 Dec 2023
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification José María Rodríguez Corral Javier Civit-Masot Francisco Luna-Perejón Ignacio Díaz-Cano Arturo Morgado-Estévez M. Domínguez-Morales MedIm 20 17 0 20 Nov 2023
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO Julian Moosmann Pietro Bonazzi Yawei Li Sizhen Bian Philipp Mayer Luca Benini Michele Magno 43 12 0 02 Nov 2023
MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency Xiaoyun Liu Divya Saxena Jiannong Cao Yuqing Zhao Penghui Ruan 44 0 0 23 Oct 2023
A Car Model Identification System for Streamlining the Automobile Sales Process Said Togru Marco Moldovan 37 0 0 19 Oct 2023
Pengembangan Model untuk Mendeteksi Kerusakan pada Terumbu Karang dengan Klasifikasi Citra Fadhil Muhammad Alif Bintang Elfandra Iqbal Pahlevi Amin Alfan Farizki Wicaksono 9 1 0 08 Aug 2023
Fine-Grained Sports, Yoga, and Dance Postures Recognition: A Benchmark Analysis Asish Bera M. Nasipuri O. Krejcar D. Bhattacharjee 26 24 0 01 Aug 2023
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features Wenwen Li Chia-Yu Hsu Sizhe Wang C. Witharana A. Liljedahl 13 8 0 08 Jun 2023
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances Ibrahim Ahmed Marcos Quiñones-Grueiro Gautam Biswas 24 0 0 21 May 2023
Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing Sabyasachi Ghosh Sanyam Saxena Ajit V. Rajwade 30 0 0 12 May 2023
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks Seah Kim Hasan Genç Vadim Nikiforov Krste Asanović B. Nikolić Y. Shao 27 20 0 10 May 2023
Guided Transfer Learning Danilo Nikolić Davor Andrić V. Nikolić 24 2 0 26 Mar 2023
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation S. Landgraf Kira Wursthorn Markus Hillemann Markus Ulrich UQCV 22 10 0 17 Mar 2023
A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval Saeideh Yousefzadeh H. Pourreza H. Mahyar 3DH 24 1 0 15 Mar 2023
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation Roy Miles M. K. Yucel Bruno Manganelli Albert Saà-Garriga VOS 43 24 0 14 Mar 2023
Adaptive Parameterization of Deep Learning Models for Federated Learning Morten From Elvebakken Alexandros Iosifidis Lukas Esterle FedML 31 4 0 06 Feb 2023
Equivariant Differentially Private Deep Learning: Why DP-SGD Needs Sparser Models Florian A. Hölzl Daniel Rueckert Georgios Kaissis 39 4 0 30 Jan 2023
Deep-Learning-Based Computer Vision Approach For The Segmentation Of Ball Deliveries And Tracking In Cricket K. Abbas M. Saeed M. I. Khan K. Ahmed Hua Wang 27 2 0 22 Nov 2022
Understanding the Energy Consumption of HPC Scale Artificial Intelligence Danilo Carastan dos Santos 21 6 0 14 Nov 2022
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 43 21 0 09 Nov 2022
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation Rostyslav-Mykola Tsenov Christopher J. Henry J. Storie C. Storie Brent Murray Mikhail Sokolov 27 2 0 07 Nov 2022
OGInfra: Geolocating Oil & Gas Infrastructure using Remote Sensing based Active Fire Data Samyak Prajapati Amrit Raj Yash Chaudhari Akhilesh Nandwal Japman Singh Monga AI4CE 9 1 0 30 Oct 2022
See as a Bee: UV Sensor for Aerial Strawberry Crop Monitoring Megan Heath A. Imran David St-Onge 25 1 0 30 Oct 2022
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks Tamás Grósz Mittul Singh Sudarsana Reddy Kadiri H. Kathania M. Kurimo 28 0 0 28 Oct 2022
An Overview of the Data-Loader Landscape: Comparative Performance Analysis Iason Ofeidis Diego Kiedanski Leandros Tassiulas 26 7 0 27 Sep 2022
Efficient Perception, Planning, and Control Algorithm for Vision-Based Automated Vehicles Der-Hau Lee 27 5 0 15 Sep 2022
Personalized Federated Learning with Communication Compression El Houcine Bergou Konstantin Burlachenko Aritra Dutta Peter Richtárik FedML 80 9 0 12 Sep 2022
RGB-X Classification for Electronics Sorting Abhimanyu Fnu T. Zodage Umesh Thillaivasan Xinyue Lai Rahul Chakwate ... E. Oti Ming Zhao Ralph Boirum Howie Choset Matthew Travers 27 1 0 08 Sep 2022
"Prompt-Gamma Neutron Activation Analysis (PGNAA)" Metal Spectral Classification using Deep Learning Method Kaifeng Cheng Helmand Shayan Kai Krycki Markus Lange-Hegermann 21 1 0 29 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 53 3 0 22 Aug 2022
The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network Zhongzhan Huang Senwei Liang Mingfu Liang Wei He Haizhao Yang Liang Lin 37 9 0 16 Jul 2022
DASS: Differentiable Architecture Search for Sparse neural networks H. Mousavi Mohammad Loni Mina Alibeigi Masoud Daneshtalab 38 11 0 14 Jul 2022
Finite Expression Method for Solving High-Dimensional Partial Differential Equations Senwei Liang Haizhao Yang 34 18 0 21 Jun 2022
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training Charbel Sakr Steve Dai Rangharajan Venkatesan B. Zimmer W. Dally Brucek Khailany MQ 27 41 0 13 Jun 2022
Single-Shot Optical Neural Network Liane Bernstein Alexander Sludds C. Panuski Sivan Trajtenberg‐Mills R. Hamerly Dirk Englund BDL 36 44 0 18 May 2022
Mobile-URSONet: an Embeddable Neural Network for Onboard Spacecraft Pose Estimation Julien Posso Guy Bois Yvon Savaria 40 11 0 04 May 2022
Leveraging convergence behavior to balance conflicting tasks in multi-task learning A. T. M. Nakamura D. Wolf V. Grassi 13 7 0 14 Apr 2022
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices K. Bhardwaj James Diffenderfer B. Kailkhura Maya Gokhale AAML OOD 49 3 0 21 Mar 2022
Improving Image-recognition Edge Caches with a Generative Adversarial Network Guilherme B. Souza R. G. Pacheco R. S. Couto 21 0 0 11 Feb 2022
DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices Xueyu Hou Yongjie Guan Tao Han Ning Zhang 24 41 0 03 Feb 2022